[HTML][HTML] Fields of action towards automated facility layout design and optimization in factory planning–A systematic literature review

P Burggraef, T Adlon, V Hahn… - CIRP Journal of …, 2021 - Elsevier
In order to develop and establish a functional, integrated system for automated layout design
that can be applied in practice, certain fields of action still need to be identified and solved …

Intelligent traffic control for autonomous vehicle systems based on machine learning

S Lee, Y Kim, H Kahng, SK Lee, S Chung… - Expert Systems with …, 2020 - Elsevier
This study aimed to resolve a real-world traffic problem in a large-scale plant. Autonomous
vehicle systems (AVSs), which are designed to use multiple vehicles to transfer materials …

Concept drift modeling for robust autonomous vehicle control systems in time-varying traffic environments

S Lee, SH Park - Expert Systems with Applications, 2022 - Elsevier
Autonomous vehicle systems (AVSs) are widely used to transfer wafers in semiconductor
manufacturing. However, in such systems, robust traffic control is a significant challenge …

Optimizing Manufacturing Cycles to Improve Production: Application in the Traditional Shipyard Industry

I Jebbor, Z Benmamoun, H Hachimi - Processes, 2023 - mdpi.com
This article explores the important role of traditional shipyards in the global maritime
industry, covering aspects of construction, repair, and maintenance. With the advent of faster …

Integrating facility layout design and aisle structure in manufacturing systems: Formulation and exact solution

H Pourvaziri, H Pierreval, H Marian - European journal of operational …, 2021 - Elsevier
In manufacturing systems, aisles are paths which are used for the movement of workers,
transportation devices, and materials. The aisle structure contributes to layout efficiency by …

Dynamic dispatching system using a deep denoising autoencoder for semiconductor manufacturing

S Lee, HJ Kim, SB Kim - Applied Soft Computing, 2020 - Elsevier
Deep denoising autoencoders (DDAE), which are variants of the autoencoder, have shown
outstanding performance in various machine learning tasks. In this study, we propose using …

Dynamic OHT Routing Using Travel Time Approximation Based on Deep Neural Network

J Choi, T Yu, DG Choi - IEEE Access, 2024 - ieeexplore.ieee.org
This study proposes an effective dynamic OHT routing approach to handle a substantial
volume of wafer transport in a modern large semiconductor fabrication plant. The proposed …

Iterative two-stage hybrid algorithm for the vehicle lifter location problem in semiconductor manufacturing

S Lee, HG Kahng, T Cheong, SB Kim - Journal of Manufacturing Systems, 2019 - Elsevier
Automated material handling systems (AMHSs) in semiconductor fabrication facilities (fabs)
are inherently capital intensive because they are moving toward full automation. However, in …

An efficient algorithm for unequal area facilities layout planning with input and output points

H Park, Y Seo - INFOR: Information Systems and Operational …, 2019 - Taylor & Francis
The facility layout problem is to determine a layout design of facilities so as to minimize a
total material handling cost (TMHC). In this paper, unequal area rectangular facilities with …

Extended model formulation of the facility layout problem with aisle structure

A Klausnitzer, R Lasch - … : Contributions of the Section Logistics of the …, 2015 - Springer
An efficient layout arrangement and its aisle structure are particularly important due to
material handling costs, which directly affect product costs. Traditionally this is a procedure …